Shear Wave Velocity Prediction Based on the Long Short-Term Memory Network with Attention Mechanism

Shear Wave Velocity Prediction Based on the Long Short-Term Memory Network with Attention Mechanism

Shear wave velocity (VS) is a vital prerequisite for rock geophysics. However, due to historical, cost, and technical reasons, the shear wave velocity of some wells is missing. To reduce the deviation of the description of underground oil and gas distribution, it is urgent to develop a high-precisio...

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Bibliographic Details
Main Authors: Xingan Fu, Youhua Wei, Yun Su, Haixia Hu
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
shear wave prediction
neural network
attention mechanism
long short-term memory network
Attention-LSTM
Online Access:https://www.mdpi.com/2076-3417/14/6/2489

Internet

https://www.mdpi.com/2076-3417/14/6/2489

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